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数据驱动的呼吸门控对临床 F-18 FDG PET/CT 的影响:自由呼吸和深呼气屏气 CT 协议的比较。

The impact of data-driven respiratory gating in clinical F-18 FDG PET/CT: comparison of free breathing and deep-expiration breath-hold CT protocol.

机构信息

Department of Nuclear Medicine, College of Medicine, Ewha Womans University Medical Center, (07804) 260, Gonghang-daero, Gangseo-gu, Seoul, Republic of Korea.

出版信息

Ann Nucl Med. 2021 Mar;35(3):328-337. doi: 10.1007/s12149-020-01574-4. Epub 2021 Jan 15.

Abstract

BACKGROUND

Respiratory motion can diminish PET image quality and lead to inaccurate lesion quantifications. Data-driven gating (DDG) was recently introduced as an effective respiratory gating technique for PET. In the current study, we investigated the clinical impact of DDG on respiratory movement in F-FDG PET/CT.

METHOD

PET list-mode data were collected for each subject and DDG software was utilized for extracting respiratory waveforms. PET images was reconstructed using Q.clear and Q.clear + DDG, respectively. We evaluated SUVmax, SUVmean, the coefficient of variance (CoV), metabolic tumor volume (MTV), and tumor heterogeneity using the area under the curve of cumulative SUV histogram (AUC-CSH). Metabolic parameter changes were compared between each reconstruction method. The Deep-Expiration Breath Hold (DEBH) protocol was introduced for CT scans to correct spatial misalignment between PET and CT and compared with conventional free breathing. The DEBH and free breathing (FB) protocol comparison was made in a separate matching cohort using propensity core matching rather than the same patient.

RESULTS

Total 147 PET/CT scans with excessive respiratory movements were used to study DDG-mediated correction. After DDG application, SUVmax (P < 0.0001; 8.15 ± 4.77 vs. 9.03 ± 5.02) and SUVmean (P < 0.0001; 4.91 ± 2.44 vs. 5.49 ± 2.68) of lung and upper abdomen lesions increased, while MTV significantly decreased (P < 0.0001; 7.07 ± 15.46 vs. 6.58 ± 15.14). In addition, the percent change of SUVs was greater in lower lung lesions compared to upper lobe lesions. Likewise, the MTV reduction was significantly greater in lower lobe lesions. No significant difference dependent on location was observed in liver lesions. DEBH-mediated CT breathing correction did not make a significant difference in lesion metabolic parameters compared to conventional free breathing.

CONCLUSIONS

These results suggest that DDG correction enables more corrected quantification from respiratory movements for lesions located in the lung and upper abdomen. Therefore, we suggest that DDG is worth using as a standard protocol during F-FDG PET/CT imaging.

摘要

背景

呼吸运动会降低 PET 图像质量,并导致病变定量不准确。数据驱动门控(DDG)最近被引入作为一种有效的 PET 呼吸门控技术。在目前的研究中,我们研究了 DDG 对 F-FDG PET/CT 中呼吸运动的临床影响。

方法

为每位受试者采集 PET 列表模式数据,并利用 DDG 软件提取呼吸波形。分别使用 Q.clear 和 Q.clear+DDG 重建 PET 图像。我们使用累积 SUV 直方图的曲线下面积(AUC-CSH)评估 SUVmax、SUVmean、变异系数(CoV)、代谢肿瘤体积(MTV)和肿瘤异质性。比较了两种重建方法之间代谢参数的变化。引入深呼气屏气(DEBH)协议进行 CT 扫描,以校正 PET 和 CT 之间的空间失准,并与常规自由呼吸进行比较。在单独的匹配队列中,使用倾向匹配核心方法而不是相同的患者对 DEBH 和自由呼吸(FB)协议进行了比较。

结果

使用 147 次 PET/CT 扫描研究了 DDG 介导的校正,这些扫描存在过多的呼吸运动。应用 DDG 后,肺和上腹部病变的 SUVmax(P<0.0001;8.15±4.77 比 9.03±5.02)和 SUVmean(P<0.0001;4.91±2.44 比 5.49±2.68)升高,而 MTV 显著降低(P<0.0001;7.07±15.46 比 6.58±15.14)。此外,与上叶病变相比,下肺病变的 SUV 变化百分比更大。同样,下叶病变的 MTV 降低更为显著。肝病变无明显位置依赖性差异。与常规自由呼吸相比,DEBH 介导的 CT 呼吸校正对病变代谢参数没有显著差异。

结论

这些结果表明,DDG 校正可以为位于肺部和上腹部的病变提供更多的呼吸运动校正定量。因此,我们建议在 F-FDG PET/CT 成像中使用 DDG 作为标准方案。

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